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Sparse Representations Are Most Likely to Be the Sparsest Possible

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Figure

Figure 1: Results of the first experiment: a random dictionary ofsize 8 × 20 with Spark = 9
Figure 3: A schematic graph of the probability of uniquenessknown uniqueness result, (b)Theorem 1for Spark(D) = N + 1
Figure 5 presents a graph parallel tothat Spark( Figure 2, assumingD) is even for convenience.

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